If someone has had a remote amount of fame they can be considered a "star", not in the same league as some others but a star regardless. A movie star traditionally the likes of a Brad Pitt but just being in movies technically makes someone a movie star just not to even close to the same extent.

Meanwhile, the bigger names have a steadier rate of employment and commitments so of course they aren't going to be able to fit the show into their schedules.